Clinical Informatics

Population Digital Health: Continuous Health Monitoring and Profiling at Scale

Naser Hossein Motlagh, Agustin Zuniga, Ngoc Thi Nguyen, Huber Flores, Jiangtao Wang, Sasu Tarkoma, Mattia Prosperi, Sumi Helal, Petteri Nurmi

Online J Public Health Inform 2024 (Nov 20); 16:e60261

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Toward Guidelines for Designing Holistic Integrated Information Visualizations for Time-Critical Contexts: Systematic Review

Ahmed Mohammed Patel, Weston Baxter, Talya Porat

J Med Internet Res 2024 (Nov 20); 26:e58088

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The Impact of Patient Access to Electronic Health Records on Health Care Engagement: Systematic Review

Dalia Alomar, Maryam Almashmoum, Iliada Eleftheriou, Pauline Whelan, John Ainsworth

J Med Internet Res 2024 (Nov 20); 26:e56473

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Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study

Junhyuk Seo, Dasol Choi, Taerim Kim, Won Chul Cha, Minha Kim, Haanju Yoo, Namkee Oh, YongJin Yi, Kye Hwa Lee, Edward Choi

J Med Internet Res 2024 (Nov 20); 26:e58329

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Comparative Analysis of Diagnostic Performance: Differential Diagnosis Lists by LLaMA3 Versus LLaMA2 for Case Reports

Takanobu Hirosawa, Yukinori Harada, Kazuki Tokumasu, Tatsuya Shiraishi, Tomoharu Suzuki, Taro Shimizu

JMIR Form Res 2024 (Nov 19); 8:e64844

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Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Alexandra Ralevski, Nadaa Taiyab, Michael Nossal, Lindsay Mico, Samantha Piekos, Jennifer Hadlock

J Med Internet Res 2024 (Nov 19); 26:e63445

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Data Ownership in the AI-Powered Integrative Health Care Landscape

Shuimei Liu, L Raymond Guo

JMIR Med Inform 2024 (Nov 19); 12:e57754

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A 25-Year Retrospective of Health IT Infrastructure Building: The Example of the Catalonia Region

Jordi Piera-Jiménez, Gerard Carot-Sans, Marina Ramiro-Pareta, Maria Mercedes Nogueras, Júlia Folguera-Profitós, Pepi Ródenas, Alba Jiménez-Rueda, Thais de Pando Navarro, Josep Antoni Mira Palacios, Joan Carles Fajardo, Joan Ustrell Campillo, Emili Vela, David Monterde, Damià Valero-Bover, Tara Bonet, Guillermo Tarrasó-Urios, Roser Cantenys-Sabà, Pau Fabregat-Fabregat, Beatriz Gómez Oliveros, Jesús Berdún, Xabier Michelena, Isaac Cano, Rubèn González-Colom, Josep Roca, Oscar Solans, Caridad Pontes, Pol Pérez-Sust

J Med Internet Res 2024 (Nov 18); 26:e58933

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Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

JMIR Med Inform 2024 (Nov 14); 12:e53622

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An Electronic Medical Record–Based Prognostic Model for Inpatient Falls: Development and Internal-External Cross-Validation

Rex Parsons, Robin Blythe, Susanna Cramb, Ahmad Abdel-Hafez, Steven McPhail

J Med Internet Res 2024 (Nov 13); 26:e59634

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Influence of Blood Sampling Service Process Reengineering on Medical Services Supply: Quasi-Experimental Study

Wenmin Liao, Rong He, Zhonglian He, Nan Shi, Dan Li, Aihua Zhuang, Feng Gan, Ying Sun, Chaofeng Li

J Med Internet Res 2024 (Nov 12); 26:e51412

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In-Depth Examination of the Functionality and Performance of the Internet Hospital Information Platform: Development and Usability Study

Guang-Wei Zhang, Bin Li, Zheng-Min Gu, Wei-Feng Yang, Yi-Ran Wang, Hui-Jun Li, Han-Bing Zheng, Ying-Xu Yue, Kui-Zhong Wang, Mengchun Gong, Da-Xin Gong

J Med Internet Res 2024 (Nov 08); 26:e54018

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Patterns and Perceptions of Standard Order Set Use Among Physicians Working Within a Multihospital System: Mixed Methods Study

Sundresan Naicker, Amina Tariq, Raelene Donovan, Honor Magon, Nicole White, Joshua Simmons, Steven M McPhail

JMIR Form Res 2024 (Nov 08); 8:e54022

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Development and Validation of Deep Learning–Based Infectivity Prediction in Pulmonary Tuberculosis Through Chest Radiography: Retrospective Study

Wou young Chung, Jinsik Yoon, Dukyong Yoon, Songsoo Kim, Yujeong Kim, Ji Eun Park, Young Ae Kang

J Med Internet Res 2024 (Nov 07); 26:e58413

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Clinical Decision Support to Increase Emergency Department Naloxone Coprescribing: Implementation Report

Stuart W Sommers, Heather J Tolle, Katy E Trinkley, Christine G Johnston, Caitlin L Dietsche, Stephanie V Eldred, Abraham T Wick, Jason A Hoppe

JMIR Med Inform 2024 (Nov 06); 12:e58276

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Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study

Carla Gorban, Sarah McKenna, Min K Chong, William Capon, Robert Battisti, Alison Crowley, Bradley Whitwell, Antonia Ottavio, Elizabeth M Scott, Ian B Hickie, Frank Iorfino

JMIR Ment Health 2024 (Nov 06); 11:e58068

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Electronic Health Record Data Quality and Performance Assessments: Scoping Review

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert, Michelle Liu, Ramin Shekouhi, Ziyuan Guan, Jeremy Balch, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J Loftus, Azra Bihorac

JMIR Med Inform 2024 (Nov 06); 12:e58130

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Spatial Analyses of Crisis Pregnancy Centers and Abortion Facilities in the United States, 2021 (Pre-Dobbs): Cross-Sectional Study

Andrea Swartzendruber, Nicole Luisi, Erin R Johnson, Danielle N Lambert

JMIR Public Health Surveill 2024 (Nov 06); 10:e60001

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A Food Intake Estimation System Using an Artificial Intelligence–Based Model for Estimating Leftover Hospital Liquid Food in Clinical Environments: Development and Validation Study

Masato Tagi, Yasuhiro Hamada, Xiao Shan, Kazumi Ozaki, Masanori Kubota, Sosuke Amano, Hiroshi Sakaue, Yoshiko Suzuki, Takeshi Konishi, Jun Hirose

JMIR Form Res 2024 (Nov 05); 8:e55218

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Digital Contact Tracing Implementation Among Leaders and Health Care Workers in a Pediatric Hospital During the COVID-19 Pandemic: Qualitative Interview Study

Brynn O'Dwyer, Mirou Jaana, Charles Hui, Samia Chreim, Jennifer Ellis

JMIR Public Health Surveill 2024 (Nov 05); 10:e64270

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